MANCH AGENTIC AI

From business intent to production.
In hours, not months.

Manch Agentic AI reads your requirement, builds the process, tests it and prepares it for go-live. Your team approves every key step.

Strategic enterprise customers

300+

Business processes live

90%

Faster deployment

Hours

From intent to production

THE PROBLEM

95%

of enterprise AI pilots show no impact on profit. Enterprise AI is broken.

Source: MIT NANDA, The GenAI Divide: State of AI in Business 2025

Data fragmented

Master records duplicated and conflicting across systems.

Process disconnected

Business rules buried in people and workarounds.

Context missing

The knowledge that runs the business is undocumented.

WHY NOW

The scarce resource has shifted from code to context.

Stock photo: person coding at a laptop (shown in black and white)

YESTERDAY'S BOTTLENECK

Code

Now cheap and abundant. Any AI tool can write an app or a form.

✕No knowledge of your rules

✕No link to your master data

✕No approvals or audit trail

Stock photo: business person describing a process to a colleague

TODAY'S ADVANTAGE

Context

Scarce and trusted. The people who run the process know what it needs.

✓Unified, trusted data

✓Governed processes

✓Business users in control

Stock photo: team reviewing a live process on screen

WHAT MANCH DOES

Context, turned into process

Manch captures that knowledge once and turns it into a working, governed process.

✓Built from plain words

✓Tested before go-live

✓Smarter with every deployment

THE PLATFORM

One continuous loop, run by Manch AI.

Five steps, one governed foundation. Hover or tap a step to see what happens.

Describe

Tell the agent your process in plain words, or share documents, emails and sheets.

Build

Agents set up forms, rules, checks, approvals and integrations for you.

Test

Every scenario runs on reference data before anything goes live.

Deploy

Your team approves, and the process goes live on your systems.

Evolve

The process keeps improving as your rules and needs change.

Agents propose·Tests prove·People approve·Every change recorded

MANCH AI

The living knowledge engine.

Every document, rule and deployment flows into Manch AI. It configures one governed foundation, and gets smarter with every process.

Patent filed: system and method for deterministic synthesis of structurally-validated, acyclic configuration artefacts from heterogeneous source documents.

Documents·Rules·Approvals·Deployments

Manch AI

CONFIGURES

Context

Retained and reused: knowledge captured once

Process

Orchestrated and governed: policy enforced in-flow

Data

Unified and trusted: golden records, checked at entry

↺ Learns from every deployment

PLATFORM ARCHITECTURE

One platform. Data, process and intelligence, fused.

LAYER 3 OF 5 · MANCH AI

The living knowledge engine

One native model that reads, reasons and remembers. Every deployment makes the next one smarter.

What it does:

Multimodal perception

Reasoning and rule generation

Compounding knowledge model

One native model

Outcome: Knowledge that compounds instead of walking out of the door.

GOVERNED AUTONOMY01 Agents propose02 Simulations prove03 Humans approve04 Immutable audit trail

AI CAPABILITIES

What the agents can do.

TIER 1

Perception and understanding

Sensing the enterprise

Document, form and image interpretation

Contextual extraction from invoices and orders

Face and signature extraction and compare

Speech to text, Indian languages and English

Multimodal ingestion pipeline

TIER 2

Reasoning and intelligence

Making sense of it

Natural language to business rule generation

Fuzzy match: similarity and affinity

Dedupe, survivorship and golden record

Context summarisation from logs

Natural-language report generation agent

TIER 3

Action and orchestration

Acting and adapting

Natural-language process creation and configuration

Adaptive, goal-driven flows

Cross-process context sharing

Simulation on reference data

From automation to adaptive processes

IMPLEMENTATION MODEL

From expert-led projects to self-service.

Book a demo

6–10 weeks

Manual: expert-led

"Every rule and screen is written by consultants and IT."

Traditional implementation

1–2 weeks

AI-augmented: analyst-led

AI drafts. An analyst reviews and tests.

90%

Faster deployment

Across 300+ live processes→

Zero-touch

Autonomous: self-service

"The business team describes it. Manch builds, tests and deploys it for approval."

With Manch Agentic AI

Stock photo: business user approving on a laptop

Hoursfrom intent to production

PEOPLE IN CONTROL

AI does the building. Your team makes the decisions.

Nothing goes live without approval. Every rule, change and transaction is recorded, so auditors and process owners can see exactly what happened.

✓

Role-based approvals

The right person signs off at each key stage.

✓

Full audit trail

A record that cannot be changed, on every transaction.

✓

Checks at entry

Wrong data is stopped before it reaches your ERP.

INTEGRATIONS

Works with the systems you already run.

Manch connects to your ERP and CRM in real time. It does not replace them.

Cloud-native, API-first architecture

Built to plug into your stack, not sit beside it.

Government API checks

PAN, GST, FSSAI and bank verified at the point of entry.

Writes configuration via APIs

Approved setups go straight to your destination systems.

Full audit trail, in-process

Policy enforced and every change recorded as it happens.

SAPOracleMicrosoft DynamicsSalesforceServiceNowAPIs and webhooks

WHY MANCH

Fast to build. Ready for the enterprise.

Enterprise suites hold context but move slowly. App builders and AI agents move fast but hold no enterprise context. Manch brings both together.

ENTERPRISE CONTEXT →

SPEED AND AUTONOMY →

App builders

Fast, no context

AI agent startups

Fast, no context

Automation tools

Task level

BPM and low-code

Project led

Enterprise suites

Deep context, slow

Manch

Fast and enterprise-ready

Time to business-ready

Business-ready means governed, built on trusted master data, tested and connected to your systems.

ManchHours

Describe, build, test and deploy with AI agents. No project cycles.

Automation and process toolsWeeks

Quick to automate one task, slower from requirement to setup.

BPM and low-codeWeeks to months

Strong logic, but delivered through implementation projects.

Enterprise suitesMonths to years

Led by specialists and system integrators.

WINNER · AI QUOTIENT AWARDS

The Times of India AI Quotient Award for AI in Product Innovation.

Recognised in September 2026 for Manch Agentic AI.

EXPERIENCE THE MANCH DEMO

Own the operational context where the enterprise truth lies.

A 30-minute session on your own process and your own rules. Or send us 100 records and we'll show you where your data needs attention, free.

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From business intent to production.
In hours, not months.

of enterprise AI pilots show no impact on profit. Enterprise AI is broken.

The scarce resource has shifted from code to context.

One continuous loop, run by Manch AI.

The living knowledge engine.

One platform. Data, process and intelligence, fused.

What the agents can do.

From expert-led projects to self-service.

AI does the building. Your team makes the decisions.

Works with the systems you already run.

Fast to build. Ready for the enterprise.

Time to business-ready

Own the operational context where the enterprise truth lies.

Want to learn more?

Business. Ready
for tomorrow.

From business intent to production. In hours, not months.

of enterprise AI pilots show no impact on profit. Enterprise AI is broken.

The scarce resource has shifted from code to context.

One continuous loop, run by Manch AI.

The living knowledge engine.

One platform. Data, process and intelligence, fused.

What the agents can do.

From expert-led projects to self-service.

AI does the building. Your team makes the decisions.

Works with the systems you already run.

Fast to build. Ready for the enterprise.

Time to business-ready

Own the operational context where the enterprise truth lies.

Want to learn more?

Business. Ready for tomorrow.

From business intent to production.
In hours, not months.

Business. Ready
for tomorrow.